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JuliaHub

@juliahub.bsky.social

Looking to build ML models that strictly follow physical or structural constraints?
This blog dives into Neural DAEs—a powerful approach using differential-algebraic equations.
www.stochasticlifestyle.com/machine-lear...
#JuliaLang #MachineLearning #NeuralDAEs #ScientificML #AIResearch

Machine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism - Stochastic Lifestyle

We recently released a new manuscript Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints where we showed a way to develop neural networks where any arbitrary...

www.stochasticlifestyle.com

June 12, 2025 at 6:13 PM

Begell Engineering Research

@begellengineering.bsky.social

Deep Neural Network for Solving Poisson−Boltzmann Equations on Protein Surfaces

www.dl.begellhouse.com/journals/558...

#ComputationalBiophysics #ScientificML #Electrostatics #DeepLearningModels

May 29, 2025 at 1:35 PM

Anirbit

@anirbit.bsky.social

Registrations close for #DRSciML by Noon (Manchester time). Do register soon to ensure you get the Zoom links to attend this exciting event on the foundations of #ScientificML 💥

Anirbit @anirbit.bsky.social · Aug 21

Registrations are now open for the international workshop on foundations of #AI4Science #SciML that we are hosting with Prof. Jakob Zech. In-person seats are very limited, please do register to join online 💥

drsciml.github.io/drsciml/